DreamX: Video Diffusion Model is a Universal Latent Action Learner Paper • 2611.05377 • Published 5 days ago • 58
Latent Reasoning in Continuous Space for Unified Multimodal Models Paper • 2610.42149 • Published 9 days ago • 45
ThinkWorld: World Imagination Reinforces Chain-of-Dynamics Reasoning Paper • 2610.37666 • Published 12 days ago • 58
World-in-Context: Interactive Video World Modeling with In-Context Conditioning Paper • 2610.33169 • Published 16 days ago • 23
DeXplicit: Making Physical State Explicit in Dexterous Manipulation World Models Paper • 2610.30781 • Published 17 days ago • 4
SWIFT: Self-guided Weak-to-strong dIFfusion models via Target extrapolation Paper • 2610.25844 • Published 20 days ago • 31
AnyGoal: On World Model Generalization Beyond Expert Rollouts Paper • 2610.26844 • Published 20 days ago • 39
Matrix-Game 4.0: Harnessing Video Models for Real-Time Playable Game Worlds Paper • 2610.27999 • Published 19 days ago • 98
SolarRenderer: Few-Step Generative Reference Rendering Paper • 2610.28630 • Published 19 days ago • 52
Can Visual Generation Expand What Unified Multimodal Models Know? Paper • 2610.21459 • Published 24 days ago • 28
FlashVSR+: Efficient Video Super-Resolution via Hybrid Attention and Reward-Yield Distribution Matching Paper • 2610.17552 • Published 26 days ago • 31
MC-Sparse: Deconstructing and Closing the Dense-Sparse Attention Gap in Diffusion Transformers Paper • 2610.06801 • Published Oct 5 • 36
GRACE: Generation-aware latent compression for efficient video generation Paper • 2610.10524 • Published Oct 7 • 66
SGF+: Decoupling Gradient Flows for Autoregressive Video Generation Paper • 2610.10429 • Published Oct 7 • 44
Adaptive Reward Routing: Dynamic Multi-Reward Optimization for Joint Audio-Video Diffusion via Forward-Process RL Paper • 2609.37200 • Published Sep 29 • 14